Abstract: An information handling system scans an extensible firmware interface system partition for a file path. If the file path is missing, the system determines information associated with the file path, and adds an entry in an extensible firmware interface system resource table based on the information associated with the file path.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: A system includes a representation generator subsystem configured to execute a user representation model and a task prediction model to generate a user representation for a user. The user representation model receives user event sequence data comprises a sequence of user interactions with the system. The task prediction model is configured to train the user representation model. The user representation includes a vector of a predetermined size that represents the user event sequence data and is generated by applying the trained user representation model to the user event sequence data. A storage requirement of the user representation is less than a storage space requirement of the user event sequence data. The system includes a data store configured for storing the user representation in a user profile associated with the user.

Abstract: An information handling system includes a BMC and a host processing system with a BIOS. The BIOS can provide a indications to the BMC that a session for changing functions of the BIOS has been started, that one or more changes to the functions has occurred, and that the session has been completed. The BMC receives the session start indication, at least one of the change indications, and an event indication that an event has occurred on the information handling system that has interrupted the session before the BIOS sends the session end indication. Subsequent to the event, the BMC provides a session interrupted indication that the session was interrupted and the at least one change indication to the BIOS. The BIOS restarts the session in response to receiving the session interrupted indication and re-executes the change to the function indicated by the at least one change indication.

Abstract: An information handling system includes a storage and an embedded controller. The storage stores context data associated with a standby mode for the information handling system. The embedded controller receives the context data from a host operating system of the information handling system. The context data includes data associated with a software deepest runtime identification platform state. The embedded controller further stores the context data in the storage. In response to a restart of the information handling system, the embedded controller determines a device driver that prevented the information handling system from exiting the standby mode based on the context data, and provides an identifier of the device driver a software service of the host operating system.

Abstract: Various embodiments described herein support or provide for annotation of a media asset, such as an audio asset or a video asset, based on one or more events identified within content of the media asset. In particular, some embodiments can determine one or more of the following details with respect to content of a given media asset, which can represent annotations that enable determination of contextual information for the given media asset: events; event classification labels for events; subclassifications labels for events; scenes comprising events; attributes of scenes; themes presented by the content; and title-level attributes of the given media asset.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: Various embodiments described herein support or provide generation and management operations of user response collection interfaces using machine learning technologies, including receiving a user input from a user interface of a device, the user input including data content that describes context of a media asset; using a machine learning model to generate analysis of the context of the media asset based on the data content; dynamically generating a question based on the analysis of the context of the media asset; and causing display of the question and the plurality of answers on the user interface of the device.

Abstract: Various embodiments described herein support or provide for annotation of a media asset, such as an audio asset or a video asset, based on one or more events identified within content of the media asset. In particular, some embodiments can determine one or more of the following details with respect to content of a given media asset, which can represent annotations that enable determination of contextual information for the given media asset: events; event classification labels for events; subclassifications labels for events; scenes comprising events; attributes of scenes; themes presented by the content; and title-level attributes of the given media asset.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: A system includes a representation generator subsystem configured to execute a user representation model and a task prediction model to generate a user representation for a user. The user representation model receives user event sequence data comprises a sequence of user interactions with the system. The task prediction model is configured to train the user representation model. The user representation includes a vector of a predetermined size that represents the user event sequence data and is generated by applying the trained user representation model to the user event sequence data. A storage requirement of the user representation is less than a storage space requirement of the user event sequence data. The system includes a data store configured for storing the user representation in a user profile associated with the user.

Abstract: Various embodiments described herein support or provide for predicting a rating for a media asset for one geographic region based on a reference rating of the media asset for another geographic region.

Abstract: Various embodiments described herein support or provide for annotation of a media asset, such as an audio asset or a video asset, based on one or more events identified within content of the media asset. In particular, some embodiments can determine one or more of the following details with respect to content of a given media asset, which can represent annotations that enable determination of contextual information for the given media asset: events; event classification labels for events; subclassifications labels for events; scenes comprising events; attributes of scenes; themes presented by the content; and title-level attributes of the given media asset.

Abstract: Various embodiments described herein support or provide for predicting a rating for a media asset for one geographic region based on a reference rating of the media asset for another geographic region.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: Various embodiments described herein support or provide for content genome generation and management operations of a media asset, such as accessing content data of a media asset and a set of input cues associated with the media asset; identifying a set of elements based on the content data of the media asset and the set of input cues; assigning a set of weight values to the set of elements based on a priority rule; identifying one or more relevant elements from the set of elements based on a ranking of the set of weight values; analyzing the one or more relevant elements to generate a set of classified features based on a set of tags; and using a machine learning algorithm to generate a content genome of the media asset based on the set of classified features.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: Various embodiments described herein support or provide for cultural distance prediction operations of a media asset, such as determining events in a media asset, determining geographical region corresponding to the culture of origin and the culture of destination, accessing weight values of cultural attribute categories respectively associated with the geographical regions of the culture of origin and the culture of destination, generating cultural distance score of events, and causing display of the cultural distance score on a user interface of a client device.

Abstract: Various embodiments described herein support or provide for predicting a rating for a media asset for one geographic region based on a reference rating of the media asset for another geographic region.

Abstract: An information handling system stores a hash values for firmware components for the information handling system. A processor receives an off-host image verification request from a second information handling system. In response to the off-host image verification request, the processor reads first metadata for a next firmware component, provides the first metadata to the second information handling system, and receives a golden hash value from the second information handling system. In response to the first hash value not matching the golden hash value, the processor applies a mitigation policy. In response to the first hash value matching the golden hash value, the processor provides a device verification signal.